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Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
Single cell sequencing unraveling genetic basis of severe COVID19 in obesity
Antoine Fakhry AbdelMassih1,2, Raghda Fouda3,4, Aya Kamel5
1Pediatric Cardiology Unit, Pediatrics' Department, Faculty of Medicine, Cairo University, Egypt.
Insights
Single cell sequencing reveals COVID-19 risks in obese patients by linking immune responses and genetic factors. This approach aids in identifying high-risk individuals for precision medicine and suggests leptin sensitizers for effective anti-inflammatory therapy.
Area of Science:
- Immunology
- Genetics
- Virology
Background:
- COVID-19 severity varies across demographic groups, disproportionately affecting obese individuals, males, older adults, and Black populations.
- Previous understanding linked COVID-19 severity primarily to ACE2 levels, but new research explores deeper cellular and genetic mechanisms.
- Obesity shares common immune and genetic pathways with severe COVID-19, explaining increased risk.
Purpose of the Study:
- To investigate the cellular and genetic mechanisms underlying COVID-19 severity, particularly in obese patients.
- To identify novel therapeutic targets for managing severe COVID-19 outcomes.
- To highlight the utility of single cell sequencing in precision medicine for infectious diseases.
Main Methods:
- Utilized single cell sequencing to analyze cellular and genetic profiles in COVID-19 infection.
- Compared immune and genetic responses in obese patients with severe COVID-19 to other demographic groups.
- Examined the role of cell polarity, Furin protease, and ACE2 co-expression in viral entry and pathogenesis.
Main Results:
- Identified shared mechanisms between obesity and severe COVID-19, including macrophage phenotype switching, altered gene expression, cytokine dysregulation (pro-inflammatory cytokine overexpression, regulatory cytokine depletion), T cell proliferation, and exhaustion.
- Demonstrated that Furin protease co-expression with ACE2 plays a role in viral genesis.
- Highlighted the potential of leptin sensitizers as a therapeutic strategy to modulate the immune response from Type 1 to Type 2.
Conclusions:
- Single cell sequencing is crucial for rapid identification and treatment of patients at high risk for severe COVID-19, enabling precision medicine.
- Immune modulators like leptin sensitizers show promise for treating COVID-19 by rebalancing the immune response, shifting from harmful inflammation to a beneficial state.
- The study provides a more accurate explanation for increased COVID-19 risk and poor outcomes in obese individuals through shared genetic and immune pathways.
Abstract:
COVID-19 has shown a substantial variation in the rate and severity by which it impacts different demographic groups. Specifically, it has shown a predilection towards obese patients as well as well as other vulnerable groups including predilection of males over females, old age over young age and black races over Caucasian ones. Single cell sequencing studies have highlighted the role of cell polarity and the co-expression of proteases, such as Furin, along with ACE2 in the genesis of coronavirus disease rather than exclusively link tissue involvement with ACE2 levels thought previously. It has also forged a connection between the genetic and immune cellular mechanisms underlying COVID infection and the inflammatory state of obese patients, offering a more accurate explanation as to why obese patients are at increased risk of poor COVID outcomes. These commonalities encompass macrophage phenotype switching, genetic expression switching, and overexpression of the pro-inflammatory cytokines, depletion of the regulatory cytokines, in situ T cell proliferation, and T cell exhaustion. These findings demonstrate the necessity of single cell sequencing as a rapid means to identify and treat those who are most likely to need hospital admission and intensive care, in the hopes of precision medicine. Furthermore, this study underlines the use of immune modulators such as Leptin sensitizers, rather than immune suppressors as anti-inflammation therapies to switch the inflammatory response from a drastic immunological type 1 response to a beneficial type 2 effective one.
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